The Edtech Insiders Rundown of SXSW EDU 2024 — from edtechinsiders.substack.com by Ben Kornell, Alex Sarlin, and Sarah Morin
And more on our ASU + GSV Happy Hour, GenAI in edtech market valuations, and interviews from The Common Sense Summit.

Theme 1: The Kids Are Not Alright
This year’s SXSW EDU had something for everyone, with over a dozen “Program Tracks.” However, the one theme that truly connected the entire conference was mental health.

36 sessions were specifically tagged with mental health and wellness, but in sessions on topics ranging from literacy to edtech to civic engagement, presenters continued to come back again and again to the mental health crisis amongst teens and young adults.

Theme 2: Aye AI, Captain
Consistent with past conferences, this year leaned in on the K12 education world. As expected, one of the hottest topics for K12 was the role of AI (or lack thereof) in schools. Key takeaways included…


AI Literacy: A New Graduation Requirement and Civic Imperative — from gettingsmart.com by Tom Vander Ark and Mason Pashia

Key Points

  • There is still time to ensure that all of your students graduate with an understanding of how AI works, why it is important and how to best use it.

What would it look like to make a commitment that come graduation every senior will have at least basic AI literacy? This includes an appreciation of AI as a creation engine and learning partner but also an understanding of the risks of deepfakes and biased curation. We’re entering a time where to quote Ethan Mollick “You can’t trust anything you read or see ever again.” Whether formal or informal, it’s time to start building AI literacy.


New Alabama Education Law Represents Small But Significant Advance — from forbes.com by Jeanne Allen

Valiant Cross Academy raises the bar for young men. A young man seated in a pew is raising his hand.

More than 50 years later, across the street from the church and concerned with declining education and the pace of social change, brothers Anthony and Fred Brock founded Valiant Cross Academy, an all-male academy aimed at “helping boys of color become men of valor.”

Valiant Cross embodies King’s hopes, pursuing the dream that its students will be judged by the content of their character, not the color of their skin, and working to ensure that they are well prepared for productive lives filled with accomplishment and purpose.

“We’re out to prove that it’s an opportunity gap, not an achievement gap” says head of school Anthony Brock. And they have. In 2022, 100 percent of Valiant seniors graduated from the academy, pursuing post-graduate options, enrolling in either four- or two-year college, or established career-training programs.


 

 

Hackers are targeting a surprising group of people: young public school students — from npr.org

“This breach was actually really huge,” Gravatt says. “And it wasn’t just school records. It was health records, it was all sorts of things that should be privileged information that are now just out there floating around for anybody to buy.”

It’s an example of a growing nationwide trend in which hackers are targeting a surprising group of people: young public school students.

As school districts depend more on technology, cyberattacks against those systems, and the sensitive data they store, are on the rise. While it’s hard to know exactly how many K-12 school systems have been targeted by hackers, an analysis by the cyber security firm Emsisoft found 45 districts reported they were attacked in 2022. In 2023, that number more than doubled, to 108.

He says stealing a child’s identity may seem counterintuitive because they don’t have resources of their own, but it can cause “a lot of havoc.” Parents don’t necessarily monitor their children’s credit and bad actors can easily open up bank accounts, rack up debt and apply for loans in a child’s name.

“And as a result, cyber criminals can abuse the credit records of minors for many, many years before the victims learn about it,” Levin says.

From DSC:
This is a deeply troubling situation, and yet another example of what occurs when people don’t care about each other. They only want to make money — and they don’t care about how they go about doing that. (LORD, help us!) 

As the article suggests, the impacts of these breaches can last for years. When sensitive information is lost in a breach, that information can come back to haunt young people as they try to get jobs, get into colleges, build positive credit reports, and more.

So we need to invest in the hardware, software, and people to protect that data.

 

What is executive function?

What is executive function? — from understood.org by Gail Belsky

Executive function is a set of mental skills that include working memory, flexible thinking, and self-control. We use these skills every day to learn, work, and manage daily life. Trouble with executive function can make it hard to focus, follow directions, and handle emotions, among other things.

Snapshot: What executive function is
Some people describe executive function as “the management system of the brain.” That’s because the skills involved let us set goals, plan, and get things done. When people struggle with executive function, it impacts them at home, in school, and in life.

There are three main areas of executive function. They are…

 

A Notre Dame Senior’s Perspective on AI in the Classroom — from learning.nd.edu — by Sarah Ochocki; via Derek Bruff on LinkedIn

At this moment, as a college student trying to navigate the messy, fast-developing, and varied world of generative AI, I feel more confused than ever. I think most of us can share that feeling. There’s no roadmap on how to use AI in education, and there aren’t the typical years of proof to show something works. However, this promising new tool is sitting in front of us, and we would be foolish to not use it or talk about it.

I’ve used it to help me understand sample code I was viewing, rather than mindlessly trying to copy what I was trying to learn from. I’ve also used it to help prepare for a debate, practicing making counterarguments to the points it came up with.

AI alone cannot teach something; there needs to be critical interaction with the responses we are given. However, this is something that is true of any form of education. I could sit in a lecture for hours a week, but if I don’t do the homework or critically engage with the material, I don’t expect to learn anything.


A Map of Generative AI for Education — from medium.com by Laurence Holt; via GSV
An update to our map of the current state-of-the-art


Last ones (for now):


Survey: K-12 Students Want More Guidance on Using AI — from govtech.com by Lauraine Langreo
Research from the nonprofit National 4-H Council found that most 9- to 17-year-olds have an idea of what AI is and what it can do, but most would like help from adults in learning how to use different AI tools.

“Preparing young people for the workforce of the future means ensuring that they have a solid understanding of these new technologies that are reshaping our world,” Jill Bramble, the president and CEO of the National 4-H Council, said in a press release.

AI School Guidance Document Toolkit, with Free Comprehensive Review — from tefanbauschard.substack.com by Stefan Bauschard and Dr. Sabba Quidwai

 

Guiding Students in Special Education to Generate Ideas for Writing — from edutopia.org by Erin Houghton
When students are stuck, breaking the brainstorming stage down into separate steps can help them get started writing.

Students who first generate ideas about a topic—access what they know about it—more easily write their outlines and drafts for the bigger-picture assignment. For Sally, brainstorming was too overwhelming as an initial step, so we started off by naming examples. I gave Sally a topic—name ways characters in Charlotte’s Web helped one another—she named examples of things (characters), and we generated a list of ways those characters helped one another.

IMPLEMENTING BRAINSTORMING AS SKILL BUILDING
This “naming” strategy is easy to implement with individual students or in groups. These are steps to get you started.

Step 1. Introduce the student to the exercise.
Step 2. Select a topic for practice.


[Opinion] It’s okay to play: How ‘play theory’ can revitalize U.S. education — from hechingerreport.org by Tyler Samstag
City planners are recognizing that play and learning are intertwined and turning public spaces into opportunities for active learning

When we’re young, playing and learning are inseparable.

Simple games like peekaboo and hide-and-seek help us learn crucial lessons about time, anticipation and cause and effect. We discover words, numbers, colors and sounds through toys, puzzles, storybooks and cartoons. Everywhere we turn, there’s something fun to do and something new to learn.

Then, somewhere around early elementary school, learning and play officially become separated for life.

Suddenly, learning becomes a task that only takes place in proper classrooms with the help of textbooks, homework and tests. Meanwhile, play becomes a distraction that we’re only allowed to indulge in during our free time, often by earning it as a reward for studying. As a result, students tend to grow up feeling as if learning is a stressful chore while playing is a reward.

Similar interactive learning experiences are popping up in urban areas from California to the East Coast, with equally promising results: art, games and music are being incorporated into green spaces, public parks, transportation stations, laundromats and more.


And on a somewhat related note, also see:


Though meant for higher ed, this is also applicable to the area of pedagogy within K12:

Space to fail. And learn — from educationalist.substack.com by Alexandra Mihai
I want to use today’s newsletter to talk about how we can help students to own their mistakes and really learn from them, so I’m sharing some thoughts, some learning design ideas and some resources…

10 ideas to make failure a learning opportunity

  • Start with yourself:
  • Admit when you don’t know something
  • Try to come up with “goal free problems”
  • Always dig deeper:
  • Encourage practice:
 

To Fix U.S. Education, Free Our Teachers — from www-forbes-com.cdn.ampproject.org by Brandon Busteed

Teachers are the least empowered, most[-]disrespected, stressed and burned-out of all professions in the U.S. IMAGED CREATED BY DALL-E FOR BRANDON BUSTEED Teachers are the least empowered, most[-] disrespected, stressed and burned-out of all professions in the U.S. IMAGED CREATED BY DALL-E FOR BRANDON BUSTEED

If your goal was to create a miserable work environment where employees are stressed, burned out, disrespected and given no say in their job just look to U.S. schools for inspiration. They are our ‘best practice of miserable workplaces.’ And if you were looking for one major fix to education in America, you’d do everything in your power to ensure teachers are empowered.

Teacher engagement and empowerment may be the single most important national objective for improving education. Yet years of failed education policy combined with maligned attitudes about teaching have rendered teachers as among the least empowered and most disrespected professions in the country. This is a tragedy of unimaginable proportions. After all, teachers are the gateways to every profession because they are the ones we have tasked with teaching and motivating every young person in the country.

We need to free our teachers to do what they do best – to teach and inspire. Well-intentioned yet failed education policies that have overemphasized standardized testing and driven national and state-level ‘standardized’ curriculum have led to teacher disempowerment.


Transforming Communities Into K-12 Classrooms — from forbes.com by Kate Cassada

Putting The Public Back In Education
CommunityShare is an interesting nonprofit organization that has found a way to promote vibrant educational experiences by connecting students and educators to the skills, knowledge, and life experiences of community members.

Founded in 2015 in Tucson, Arizona, CommunityShare aims to reimagine the relationship between schools and communities. The organization’s vision is “a world where everyone sees themselves as a learner and educator working together to develop their community’s potential.”

Through CommunityShare, teachers and community partners, from artists to astronauts, co-design enriched learning projects that tap into students’ creativity, cultivate real-world skills, and expose students to available community assets.


An unexpected way to fight chronic absenteeism — from hechingerreport.org by Javeria Salman
School districts are having some success with using telemedicine and teletherapy to ensure more kids stay in school  

The telemedicine clinic is also a way to relieve the burden on working parents, Oakley said: Many parents in the district’s Title I schools work hourly wage jobs and rely on public transportation, making it difficult to pick up a sick child at school quickly.


How HBCUs are building a stronger Black teacher pipeline — from k12.dive.com by Anna Merod
As HBCUs produce 50% of all Black educators nationwide, a UNCF report illustrates best practices for recruitment efforts.

Dive Brief:

  • Amid ongoing efforts to diversify the K-12 teacher workforce, a United Negro College Fund report finds some historically Black colleges and universities are working to get Black students in the teacher pipeline by tapping into faculty networks, establishing relationships with school districts and using financial aid as a recruitment tool.
  • Additionally, HBCUs leveraged long-standing connections with their local Black church communities to promote teacher prep programs and financial aid offerings during religious services.
  • UNCF suggested higher ed institutions develop pipelines for Black educators beginning in high school by offering students opportunities to work with children and then maintaining relationships with them through their matriculation into college and eventual completion of a teacher certification.
 

From DSC:
Given this need…

We need to take more of the research from learning science and apply it in our learning spaces.
…I’m highlighting the following resources:


How Learning Happens  — from edutopia.org
In this series, we explore how educators can guide all students, regardless of their developmental starting points, to become productive and engaged learners.

These techniques have resonated with educators everywhere: They are focused on taking advantage of the incredible opportunity to help children reach their full potential by creating positive relationships, experiences, and environments in which every student can thrive. In fact, the science is beginning to hint at even more dramatic outcomes. Practices explicitly designed to integrate social, emotional, and cognitive skills in the classroom, the research suggests, can reverse the damages wrought by childhood trauma and stress—while serving the needs of all students and moving them onto a positive developmental and academic path.


Also from edutopia.org recently, see:

How to Introduce Journaling to Young Children — from edutopia.org by Connie Morris
Students in preschool through second grade can benefit from drawing or writing to explore their thoughts and feelings.

The symbiotic relationship between reading and writing can help our youngest students grow their emergent literacy skills. The idea of teaching writing at an early age can seem daunting. However, meeting children where they are developmentally can make a journaling activity become a magical experience—and they don’t have to write words but can convey thoughts in pictures.

7 Digital Tools That Help Bring History to Life — from edutopia.org by Daniel Leonard
Challenging games, fun projects, and a healthy dose of AI tools round out our top picks for breathing new life into history lessons.

We’ve compiled a list of seven teacher-tested tools, and we lay out how educators are using them both to enhance their lessons and to bring history closer to the present than ever.

Integrating Technology Into Collaborative Professional Learning — from edutopia.org by Roxi Thompson
Incorporating digital collaboration into PD gives teachers a model to replicate when setting up tech activities for students.

 

This Teaching Routine Takes Just 5 Minutes. Its Impact Lasts Much Longer — from edweek.org by Elizabeth Heubeck

Second grade teacher Kaylee Hutcheson greets her students as they enter their classroom to start their day at Hawthorne Elementary School in Mexico, Mo., on Feb. 14, 2024.

 

Ecosystems for the future of learning — from thebigidea.education-reimagined.org by Education Reimagined and the History Co:Lab

The intent of this report is to help communities build their capacity for transformation of education, advancing toward what our society needs most—a system that works for young people. It draws on the experiences and insights of innovators across the United States who are already answering this challenge—creating learner-centered, community-based ecosystems.

This report includes:

  • a landscape analysis of select communities creating learning ecosystems;
  • a framework that emerged from the analysis and can be used by communities to consider their readiness and appetite for this transformation;
  • an invitation to communities to explore and discover their own path for reimagining education; and
  • a call for national and regional institutions to listen, learn from, and create the conditions for communities to pursue their visions.

From DSC:
The above items was accessed via the article below:

Where Does Work to Imagine a Learner-Centered Ecosystem Begin? — from gettingsmart.com by Alin Bennett

Key Points

  • The Norris School District in Wisconsin exemplifies how learner profiles and community connections can enhance authentic learning experiences for young people, fostering a culture of belonging and responsibility.
  • Purdue Polytechnic High School demonstrates the importance of enabling conditions, such as creating microschools with access to shared services, to support a learner-centered approach while ensuring scalability and access to a variety of resources.
 

Career-Connected Learning: Preparing Students for a Dynamic Future — from gettingsmart.com by Tom Vander Ark and Victoria Andrews

Key Points

  • Connecting young people with career awareness needs to start at an early age to provide them with the necessary landscape view of opportunity and skills.
  • Whether young people engage client-focused opportunities, internships, or endure academically challenging coursework, career-connected learning is an environment to cultivate a sense of self-awareness, determination, and direction, essential for their success in both education and life.

Also from Getting Smart, see:

CHILD: A Microschool Unlocking the Potential for Unique Learners — by Maureen O’Shaughnessy

Key Points

  • The success of adaptive learning is not solely based on the program, but rather on the people behind it.
  • Clarity on “who you serve” is critical to success.
 

Using Generative AI throughout the Institution — from aiedusimplified.substack.com by Lance Eaton
8 lightning talk on generative AI and how to use it through higher education


The magic of AI to help educators with saving time. — from magicschool.ai; via Mrs. Kendall Sajdak


Getting Better Results out of Generative AI — from aiedusimplified.substack.com by Lance Eaton
The prompt to use before you prompt generative AI

Last month, I discussed a GPT that I had created around enhancing prompts. Since then, I have been actively using my Prompt Enhancer GPT to much more effective outputs. Last week, I did a series of mini-talks on generative AI in different parts of higher education (faculty development, human resources, grants, executive leadership, etc) and structured it as “5 tips”. I included a final bonus tip in all of them—a tip that I heard from many afterwards was probably the most useful tip—especially because you can only access the Prompt Enhancer GPT if you are paying for ChatGPT.


Exploring the Opportunities and Challenges with Generative AI — from er.educause.edu by Veronica Diaz

Effectively integrating generative AI into higher education requires policy development, cross-functional engagement, ethical principles, risk assessments, collaboration with other institutions, and an exploration of diverse use cases.


Creating Guidelines for the Use of Gen AI Across Campus — from campustechnology.com by Rhea Kelly
The University of Kentucky has taken a transdisciplinary approach to developing guidelines and recommendations around generative AI, incorporating input from stakeholders across all areas of the institution. Here, the director of UK’s Center for the Enhancement of Learning and Teaching breaks down the structure and thinking behind that process.

That resulted in a set of instructional guidelines that we released in August of 2023 and updated in December of 2023. We’re also looking at guidelines for researchers at UK, and we’re currently in the process of working with our colleagues in the healthcare enterprise, UK Healthcare, to comb through the additional complexities of this technology in clinical care and to offer guidance and recommendations around those issues.


From Mean Drafts to Keen Emails — from automatedteach.com by Graham Clay

My experiences match with the results of the above studies. The second study cited above found that 83% of those students who haven’t used AI tools are “not interested in using them,” so it is no surprise that many students have little awareness of their nature. The third study cited above found that, “apart from 12% of students identifying as daily users,” most students’ use cases were “relatively unsophisticated” like summarizing or paraphrasing text.

For those of us in the AI-curious bubble, we need to continually work to stay current, but we also need to recognize that what we take to be “common knowledge” is far from common outside of the bubble.


What do superintendents need to know about artificial intelligence? — from k12dive.com by Roger Riddell
District leaders shared strategies and advice on ethics, responsible use, and the technology’s limitations at the National Conference on Education.

Despite general familiarity, however, technical knowledge shouldn’t be assumed for district leaders or others in the school community. For instance, it’s critical that any materials related to AI not be written in “techy talk” so they can be clearly understood, said Ann McMullan, project director for the Consortium for School Networking’s EmpowerED Superintendents Initiative.

To that end, CoSN, a nonprofit that promotes technological innovation in K-12, has released an array of AI resources to help superintendents stay ahead of the curve, including a one-page explainer that details definitions and guidelines to keep in mind as schools work with the emerging technology.


 

From DSC:
This would be huge for all of our learning ecosystems, as the learning agents could remember where a particular student or employee is at in terms of their learning curve for a particular topic.


Say What? Chat With RTX Brings Custom Chatbot to NVIDIA RTX AI PCs — from blogs.nvidia.com
Tech demo gives anyone with an RTX GPU the power of a personalized GPT chatbot.



 

K-12 students learned a lot last year, but they’re still missing too much school — from npr.org by Cory Turner and  Sequoia Carrillo

1. Students are starting to make up for missed learning
From spring 2022 to spring 2023, students made important learning gains, making up for about one-third of the learning they had missed in math and a quarter of the learning they had missed in reading during the pandemic.

2. Despite that progress, very few states are back to pre-pandemic learning levels


The Results Are In: Parents Favor School Choice — from realcleareducation.com by Hanna Skandera; via GSV

Parents want a choice when it comes to their children’s education.

A new report published by The National School Choice Awareness Foundation reveals that 72% of parents considered new schools for their children in 2023 — a massive 35% increase from 2022. Additionally, more than 70% of parents in nearly every state support the implementation of school choice policies.

This momentum has caught the attention of state legislatures across the country.


Why Doesn’t Every Office Building Have A Microschool? — from fee.org by Kerry McDonald; via GSV
“We are breaking down walls between communities and classrooms,” said Revolution School founder, Gina Moore.

Today, intrepid educators continue to try to make change within the traditional schooling system, but increasingly entrepreneurial teachers and parents are working outside the system to create innovative, accessible K-12 learning models that push beyond the four walls of a conventional classroom—literally and figuratively.

One such program is Revolution School, a private, accredited high school located in a downtown office building in Philadelphia that draws students from more than 25 zip codes across the city.

Revolution School focuses on meaningful internships where students, known as “Rev-terns,” partner with local businesses to learn workplace skills and gain valuable experience. Students also take advantage of dual enrollment opportunities at the nearby Community College of Philadelphia, accumulating college credits while being mentored by Revolution School teachers.


PROOF POINTS: Tracking student data falls short in combating absenteeism at school — from hechingerreport.org by Jill Barshay
A post-pandemic study of an early warning system indicated that family income makes a difference

Chronic absenteeism has surged across the country since the pandemic, with more than one out of four students missing at least 18 days of school a year. That’s more than three lost weeks of instruction a year for more than 10 million school children. An even higher percentage of poor students, more than one out of three, are chronically absent.

Nat Malkus, a senior fellow at the American Enterprise Institute, a conservative think tank, calls chronic absenteeism – not learning loss – “the greatest challenge for public schools.” At a Feb. 8, 2024 panel discussion, Malkus said, “It’s the primary problem because until we do something about that, academic recovery from the pandemic, which is significant, is a pipe dream.”

 

Top 6 Use Cases of Generative AI in Education in 2024 — from research.aimultiple.com by Cem Dilmegani

Use cases included:

  1. Personalized Lessons
  2. Course Design
  3. Content Creation for Courses
  4. Data Privacy Protection for Analytical Models
  5. Restoring Old Learning Materials
  6. Tutoring

The Next Phase of AI in Education at the U.S. Department of Education — from medium.com by Office of Ed Tech

Why are we doing this work?
Over the past two years, the U.S. Department of Education has been committed to maintaining an ongoing conversation with educators, students, researchers, developers — and the educational community at large — related to the continuous progress of Artificial Intelligence (AI) development and its implications for teaching and learning.

Many educators are seeking resources clarifying what AI is and how it will impact their work and their students. Similarly, developers of educational technology (“edtech”) products seek guidance on what guardrails exist that can support their efforts. After the release of our May 2023 report Artificial Intelligence and the Future of Teaching and Learningwe heard the desire for more.


2024 EDUCAUSE AI Landscape Study — from library.educause.edu by Jenay Robert

Moving from reaction to action, higher education stakeholders are currently exploring the opportunities afforded by AI for teaching, learning, and work while maintaining a sense of caution for the vast array of risks AI-powered technologies pose. To aid in these efforts, we present this inaugural EDUCAUSE AI Landscape Study, in which we summarize the higher education community’s current sentiments and experiences related to strategic planning and readiness, policies and procedures, workforce, and the future of AI in higher education.


AI Update for K-16 Administrators: More People Need to Step-Up and Take the AI Bull By the Horns — from stefanbauschard.substack.com by Stefan Bauschard
AI capabilities are way beyond what most schools are aware of, and they will transform education and society over the next few years.

Educational administrators should not worry about every AI development, but should, instead focus on the big picture, as those big picture changes will change the entire world and the educational system.

AI and related technologies (robotics, synthetic biology, and brain-computer interfaces) will continue to impact society and the entire educational system over the next 10 years. This impact on the system will be greater than anything that has happened over the last 100 years, including COVID-19, as COVID-19 eventually ended and the disruptive force of these technologies will only continue to develop.

AI is the bull in the China Shop, redefining the world and the educational system. Students writing a paper with AI is barely a poke in the educational world relative to what is starting to happen (active AI teachers and tutors; AI assessment; AI glasses; immersive learning environments; young students able to start their own business with AI tools; AIs replacing and changing jobs; deep voice and video fakes; intelligence leveling; individualized instruction; interactive and highly intelligent computers; computers that can act autonomously; and more).


 

 

Digital Learning Pulse Survey Reveals Higher-Ed Unprepared for Expected Impact of AI — from prnewswire.com by Cengage
Research illustrates that while GenAI could ease ongoing challenges in education, just 1 in 5 say their school is ready

WASHINGTONFeb. 6, 2024 /PRNewswire/ — While three-quarters of higher-education trustees (83%), faculty (81%) and administrators (76%) agree that generative artificial intelligence (GenAI) will noticeably change their institutions in the next five years, community college trustees are more optimistic than their community college counterparts, with (37%) saying their organization is prepared for the change coming compared to just 16% of faculty and 11% of administrator respondents.

Those findings are from the 2023-2024 Digital Learning Pulse Survey conducted by Cengage and Bay View Analytics with support from the Association of Community College Trustees (ACCT), the Association of College and University Educators (ACUE), College Pulse and the United States Distance Learning Association (USDLA) to understand the attitudes and concerns of higher education instructors and leadership.

From DSC:
It takes time to understand what a given technology brings to the table…let alone a slew of emerging technologies under the artificial intelligence (AI) umbrella. It’s hard enough when the technology is fairly well established and not changing all the time. But its extremely difficult when significant change occurs almost daily. 

The limited staff within the teaching & learning centers out there need time to research and learn about the relevant technologies and how to apply those techs to instructional design. The already stretched thin faculty members need time to learn about those techs as well — and if and how they want to apply them. It takes time and research and effort.

Provosts, deans, presidents, and such need time to learn things as well.

Bottom line: We need to have realistic expectations here.


AI Adoption in Corporate L&D — from drphilippahardman.substack.com by Dr. Philippa Hardman
Where we are, and the importance of use cases in enabling change

At the end of last year, O’Reilly Media published a comprehensive report on the adoption and impact of generative AI within enterprises.

The headline of the report is that we’ve never seen a technology adopted in enterprise as fast as generative AI. As of November 2023, two-thirds (67%) of survey respondents reported that their companies are using generative AI.

However, the vast majority of AI adopters in enterprise are still in the early stages; they’re experimenting at the edges, rather than making larger-scale, strategic decisions on how to leverage AI to accelerate our progress towards org goals and visions.

The single biggest hurdle to AI adoption in large corporates is a lack of appropriate use cases.

 
© 2024 | Daniel Christian